{ "model_type": "char-ngram-tfidf-logreg", "name": "Voice2Policy-Text-Router", "version": "0.1.0", "language": "ko", "tfidf": { "analyzer": "char_wb", "ngram_range": [ 1, 4 ], "lowercase": true, "sublinear_tf": true, "norm": "l2", "smooth_idf": true, "n_features": 8716 }, "frame_head": { "type": "multinomial logistic regression", "n_classes": 10, "C": 10.0 }, "slot_head": { "type": "binary logistic regression", "meaning": "a booking time/date or phone number was mentioned" }, "frame_labels": [ [ "delegate", null, null ], [ "no_command", null, null ], [ "tool", "book", null ], [ "tool", "confirm", "booking" ], [ "tool", "confirm", "order" ], [ "tool", "confirm", null ], [ "tool", "decline", "booking" ], [ "tool", "decline", "order" ], [ "tool", "decline", null ], [ "tool", "order", null ] ], "frame_label_fields": [ "intent", "action", "kind" ], "intents": { "tool": "a business tool request", "no_command": "question/FAQ, narration, refusal, or nothing to do", "delegate": "hand off to staff (refund, complaint, discount, medical, ask for owner)" }, "actions": { "book": "create/update a booking draft", "order": "add items to an order draft", "confirm": "confirm a pending booking/order", "decline": "cancel a pending booking/order" }, "training": { "n_train_sentences": 10682, "source": "synthetic Korean business commands (biz_train split)", "train_seconds_cpu": 10.7 }, "source_sklearn": "1.9.1" }